{"id":"https://openalex.org/W4312874193","doi":"https://doi.org/10.1109/jsyst.2022.3213048","title":"Hybrid Physics and Data-Driven Method for Modeling and Analysis of Electricity\u2013Heat Integrated Energy Systems","display_name":"Hybrid Physics and Data-Driven Method for Modeling and Analysis of Electricity\u2013Heat Integrated Energy Systems","publication_year":2022,"publication_date":"2022-11-03","ids":{"openalex":"https://openalex.org/W4312874193","doi":"https://doi.org/10.1109/jsyst.2022.3213048"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2022.3213048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3213048","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007555408","display_name":"Chun Qin","orcid":"https://orcid.org/0000-0001-6436-4549"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chun Qin","raw_affiliation_strings":["Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, China","School of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358009","display_name":"Jun Zhao","orcid":"https://orcid.org/0000-0002-3573-152X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, China","School of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391742","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-7608-7438"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, China","School of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007555408"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.8284,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71779798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"17","issue":"2","first_page":"2847","last_page":"2857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6112357974052429},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5924158692359924},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.585166871547699},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5622865557670593},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.49225011467933655},{"id":"https://openalex.org/keywords/systems-modeling","display_name":"Systems modeling","score":0.42635378241539},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3779852092266083},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22929227352142334},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17911049723625183}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6112357974052429},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5924158692359924},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.585166871547699},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5622865557670593},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.49225011467933655},{"id":"https://openalex.org/C110963975","wikidata":"https://www.wikidata.org/wiki/Q12070446","display_name":"Systems modeling","level":2,"score":0.42635378241539},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3779852092266083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22929227352142334},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17911049723625183},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2022.3213048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3213048","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2146608994","display_name":null,"funder_award_id":"61833003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3512189188","display_name":null,"funder_award_id":"62125302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6345361789","display_name":null,"funder_award_id":"U1908218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G751850055","display_name":null,"funder_award_id":"61773085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1576462183","https://openalex.org/W1689711448","https://openalex.org/W2003756933","https://openalex.org/W2103496339","https://openalex.org/W2123489477","https://openalex.org/W2134603844","https://openalex.org/W2159682675","https://openalex.org/W2282406344","https://openalex.org/W2474749086","https://openalex.org/W2570025844","https://openalex.org/W2585008544","https://openalex.org/W2751031166","https://openalex.org/W2890307721","https://openalex.org/W2923453729","https://openalex.org/W2943251214","https://openalex.org/W2946697229","https://openalex.org/W2957365046","https://openalex.org/W2963832523","https://openalex.org/W2984666782","https://openalex.org/W2988167007","https://openalex.org/W2997988849","https://openalex.org/W3019717661","https://openalex.org/W3031116214","https://openalex.org/W3034264680","https://openalex.org/W3035341711","https://openalex.org/W3040683708","https://openalex.org/W3041072102","https://openalex.org/W3044657584","https://openalex.org/W3049106319","https://openalex.org/W3084703389","https://openalex.org/W3121009009","https://openalex.org/W3164014912","https://openalex.org/W3204114457","https://openalex.org/W3217450556","https://openalex.org/W4234257713","https://openalex.org/W4394527655","https://openalex.org/W6678047482","https://openalex.org/W6679935922","https://openalex.org/W6804663352","https://openalex.org/W6863924852"],"related_works":["https://openalex.org/W2370773362","https://openalex.org/W2368370270","https://openalex.org/W2392906661","https://openalex.org/W2385999557","https://openalex.org/W2335693615","https://openalex.org/W2798404683","https://openalex.org/W2386859939","https://openalex.org/W2347601784","https://openalex.org/W2372677923","https://openalex.org/W110465193"],"abstract_inverted_index":{"The":[0],"accurate":[1],"modeling":[2,66],"and":[3,18,23,27,33,51,67,77,92,101,125,128],"analysis":[4,68,94,134],"of":[5,21,35,47,58,69,95,115,121,131,135],"integrated":[6,100],"energy":[7,60],"systems":[8,61],"(IES)":[9],"can":[10],"precisely":[11],"obtain":[12,108],"the":[13,25,30,38,45,52,55,65,90,109,119,122,126,132],"system":[14,111],"state":[15,49,133],"variation":[16],"trend":[17],"operation":[19],"characteristics":[20,57],"IES,":[22],"provide":[24],"foundation":[26],"preliminary":[28],"for":[29,89],"planning,":[31],"control,":[32],"schedule":[34],"IES.":[36,70],"However,":[37],"commonly":[39],"deployed":[40],"Newton\u2013Raphson":[41],"method":[42],"suffers":[43],"from":[44],"difficulty":[46],"initial":[48],"setting,":[50],"differences":[53],"in":[54],"operating":[56],"heterogeneous":[59],"bring":[62],"challenges":[63],"to":[64,107],"In":[71],"this":[72],"article,":[73],"a":[74,84],"hybrid":[75],"physics":[76],"data-driven":[78],"approach":[79],"is":[80],"proposed":[81,123],"along":[82],"with":[83],"thermal":[85],"unified":[86],"matrix":[87],"model":[88],"steady-state":[91],"transient":[93],"electricity\u2013heat":[96],"IES":[97],"(EH-IES).":[98],"Both":[99],"decomposed":[102],"solution":[103],"algorithms":[104],"are":[105,137],"developed":[106],"final":[110],"states.":[112],"Numerical":[113],"results":[114],"several":[116],"EH-IESs":[117],"demonstrate":[118],"effectiveness":[120],"approach,":[124],"convergence":[127],"computational":[129],"efficiency":[130],"EH-IES":[136],"remarkably":[138],"improved.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}